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ICCV 2025

2,701 papers

Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras

Shuang Guo, Friedhelm Hamann, Guillermo Gallego

Decoupled Diffusion Sparks Adaptive Scene Generation

Yunsong Zhou, Naisheng Ye, William Ljungbergh, Tianyu Li, Jiazhi Yang

Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery

Xinhang Wan, Jiyuan Liu, Qian Qu, Suyuan Liu, Chuyu Zhang

Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding

Yuanhan Zhang, Yunice Chew, Yuhao Dong, Aria Leo, Bo Hu

SkySense V2: A Unified Foundation Model for Multi-modal Remote Sensing

Yingying Zhang, Lixiang Ru, Kang Wu, Lei Yu, Lei Liang

Controllable and Expressive One-Shot Video Head Swapping

Chaonan Ji, Jinwei Qi, Peng Zhang, Bang Zhang, Liefeng Bo

PersonaCraft: Personalized and Controllable Full-Body Multi-Human Scene Generation Using Occlusion-Aware 3D-Conditioned Diffusion

Gwanghyun Kim, Suh Yoon Jeon, Seunggyu Lee, Se Young Chun

RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation

Kaidong Zhang, Rongtao Xu, Pengzhen Ren, Junfan Lin, Hefeng Wu

MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments

Zhixuan Liu, Haokun Zhu, Rui Chen, Jonathan Francis, Soonmin Hwang

REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers

Xingjian Leng, Jaskirat Singh, Yunzhong Hou, Zhenchang Xing, Saining Xie

ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer

Jin Hu, Mingjia Li, Xiaojie Guo

High-Resolution Spatiotemporal Modeling with Global-Local State Space Models for Video-Based Human Pose Estimation

Runyang Feng, Hyung Jin Chang, Tze Ho Elden Tse, Boeun Kim, Yi Chang

HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation

Lingxiao Li, Kaixuan Fan, Boqing Gong, Xiangyu Yue

UPP: Unified Point-Level Prompting for Robust Point Cloud Analysis

Zixiang Ai, Zhenyu Cui, Yuxin Peng, Jiahuan Zhou

GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks

Muhammad Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Kartik Kuckreja, Fahad Shahbaz Khan

TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions

Ilya A. Petrov, Riccardo Marin, Julian Chibane, Gerard Pons-Moll

SEHDR: Single-Exposure HDR Novel View Synthesis via 3D Gaussian Bracketing

Yiyu Li, Haoyuan Wang, Ke Xu, Gerhard Petrus Hancke, Rynson W.H. Lau

Momentum-GS: Momentum Gaussian Self-Distillation for High-Quality Large Scene Reconstruction

Jixuan Fan, Wanhua Li, Yifei Han, Tianru Dai, Yansong Tang

RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints

Yiran Qin, Li Kang, Xiufeng Song, Zhenfei Yin, Xiaohong Liu

Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning

Yan Wang, Da-Wei Zhou, Han-Jia Ye

HumanOLAT: A Large-Scale Dataset for Full-Body Human Relighting and Novel-View Synthesis

Timo Teufel, Pulkit Gera, Xilong Zhou, Umar Iqbal, Pramod Rao

PLA: Prompt Learning Attack against Text-to-Image Generative Models

Xinqi Lyu, Yihao Liu, Yanjie Li, Bin Xiao

GFPack++: Attention-Driven Gradient Fields for Optimizing 2D Irregular Packing

Tianyang Xue, Lin Lu, Yang Liu, Mingdong Wu, Hao Dong

UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation

Zhengyin Liang, Hui Yin, Min Liang, Qianqian Du, Ying Yang

GaussRender: Learning 3D Occupancy with Gaussian Rendering

Loick Chambon, Eloi Zablocki, Alexandre Boulch, Mickaël Chen, Matthieu Cord

MikuDance: Animating Character Art with Mixed Motion Dynamics

Jiaxu Zhang, Xianfang Zeng, Xin Chen, Wei Zuo, Gang Yu

F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration

LU LIU, Huiyu Duan, Qiang Hu, Liu Yang, Chunlei Cai

DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization

Aniket Roy, Shubhankar Borse, Shreya Kadambi, Debasmit Das, Shweta Mahajan

RayPose: Ray Bundling Diffusion for Template Views in Unseen 6D Object Pose Estimation

Junwen Huang, Shishir Reddy Vutukur, Peter KT Yu, Nassir Navab, Slobodan Ilic

Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts

Zixuan Hu, Dongxiao Li, Xinzhu Ma, SHIXIANG TANG, Xiaotong Li

On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations

Amir Mehrpanah, Matteo Gamba, Kevin Smith, Hossein Azizpour

Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization

Kesen Zhao, Beier Zhu, Qianru Sun, Hanwang Zhang

Sparfels: Fast Reconstruction from Sparse Unposed Imagery

Shubhendu Jena, Amine Ouasfi, Mae Younes, Adnane Boukhayma

PoseAnchor: Robust Root Position Estimation for 3D Human Pose Estimation

Jun-Hee Kim, Jumin Han, Seong-Whan Lee

VOccl3D: A Video Benchmark Dataset for 3D Human Pose and Shape Estimation under real Occlusions

Yash Garg, Saketh Bachu, Arindam Dutta, Rohit Lal, Sarosij Bose

Counting Stacked Objects

Corentin Dumery, Noa Etté, Aoxiang Fan, Ren Li, Jingyi Xu

TopoTTA: Topology-Enhanced Test-Time Adaptation for Tubular Structure Segmentation

Jiale Zhou, Wenhan Wang, Shikun Li, Xiaolei Qu, Xin Guo

LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer

Yiren Song, Danze Chen, Mike Zheng Shou

ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers

Hanwen Cao, Haobo Lu, Xiaosen Wang, Kun He

Everything is a Video: Unifying Modalities through Next-Frame Prediction

G. Thomas Hudson, Dean Slack, Thomas Winterbottom, Jamie Sterling, Chenghao Xiao

ACE-G: Improving Generalization of Scene Coordinate Regression Through Query Pre-Training

Leonard Bruns, Axel Barroso-Laguna, Tommaso Cavallari, Aron Monszpart, Sowmya Munukutla

Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement

Junyu Lou, Xiaorui Zhao, Kexuan Shi, Shuhang Gu

MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices

Hailong Yan, Ao Li, Xiangtao Zhang, Zhe Liu, Zenglin Shi

Unified Multimodal Understanding via Byte-Pair Visual Encoding

Wanpeng Zhang, Yicheng Feng, Hao Luo, Yijiang Li, Zihao Yue

OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning

Xianhang Li, Yanqing Liu, Haoqin Tu, Cihang Xie

GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement

Jingxi Liao, Shijie Hao, Richang Hong, Meng Wang

Unified Category-Level Object Detection and Pose Estimation from RGB Images using 3D Prototypes

Tom Fischer, Xiaojie Zhang, Eddy Ilg

MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers

Yuechen Zhang, Yaoyang Liu, bin xia, Bohao Peng, Zexin Yan

Continuous-Time Human Motion Field from Event Cameras

Ziyun Wang, Ruijun Zhang, Zi-Yan Liu, Yufu Wang, Kostas Daniilidis

Free-running vs Synchronous: Single-Photon Lidar for High-flux 3D Imaging

Ruangrawee Kitichotkul, Shashwath Bharadwaj, Joshua Rapp, Yanting Ma, Alexander Mehta

FedAGC: Federated Continual Learning with Asymmetric Gradient Correction

Chengchao Zhang, Fanhua Shang, Hongying Liu, Liang Wan, Wei Feng

Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation

Yukuan Min, Muli Yang, Jinhao Zhang, Yuxuan Wang, Aming Wu

Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction

Yuntao Shou, Xiangyong Cao, Peiqiang Yan, Qiao Hui, Qian Zhao

Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning

Jeong Woon Lee, Hyoseok Hwang

Neuromanifold-Regularized KANs for Shape-fair Feature Representations

Mazlum Ferhat Arslan, Weihong Guo, Shuo Li

CityNav: A Large-Scale Dataset for Real-World Aerial Navigation

Jungdae Lee, Taiki Miyanishi, Shuhei Kurita, Koya Sakamoto, Daichi Azuma

Decoding Correlation-Induced Misalignment in the Stable Diffusion Workflow for Text-to-Image Generation

Yunze Tong, Fengda Zhang, Didi Zhu, Jun Xiao, Kun Kuang

HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?

Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi

AD-GS: Object-Aware B-Spline Gaussian Splatting for Self-Supervised Autonomous Driving

Jiawei Xu, Kai Deng, Zexin Fan, Shenlong Wang, Jin Xie

Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention

Jiawei Gu, Ziyue Qiao, Zechao Li

SAFT: Shape and Appearance of Fabrics from Template via Differentiable Physical Simulations from Monocular Video

David Stotko, Reinhard Klein

Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images

Boyang Deng, Songyou Peng, Kyle Genova, Gordon Wetzstein, Noah Snavely

QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing

Tiancheng Shen, Zilong Huang, Xiangtai Li, Zhijie Lin, Jiyang Liu

DMQ: Dissecting Outliers of Diffusion Models for Post-Training Quantization

Dongyeun Lee, Jiwan Hur, Hyounguk Shon, Jae Young Lee, Junmo Kim

Penalizing Boundary Activation for Object Completeness in Diffusion Models

Haoyang Xu, Tianhao Zhao, Sibei Yang, Yutian Lin

TransiT: Transient Transformer for Non-line-of-sight Videography

Ruiqian Li, Siyuan Shen, Suan Xia, Ziheng Wang, Xingyue Peng

SurfaceSplat: Connecting Surface Reconstruction and Gaussian Splatting

Zihui Gao, Jia-Wang Bian, Guosheng Lin, Hao Chen, Chunhua Shen

Adversarial Robust Memory-Based Continual Learner

Xiaoyue Mi, Fan Tang, Zonghan Yang, Danding Wang, Juan Cao

MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding

Tongtong Cheng, Rongzhen Li, Yixin Xiong, Tao Zhang, Jing Wang

StrandHead: Text to Hair-Disentangled 3D Head Avatars Using Human-Centric Priors

Xiaokun Sun, Zeyu Cai, Ying Tai, Jian Yang, Zhenyu Zhang

Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation

Zhaorui Tan, Xi Yang, Tan Pan, Tianyi Liu, Chen Jiang

D3QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection

Yanran Zhang, Bingyao Yu, Yu Zheng, Wenzhao Zheng, Yueqi Duan

DyGS-SLAM: Real-Time Accurate Localization and Gaussian Reconstruction for Dynamic Scenes

Xinggang Hu, Chenyangguang Zhang, Mingyuan Zhao, Yuanze Gui, Xiangkui Zhang

Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition

Guanghui Shi, Xuefeng Liang, Wenjie Li, Xiaoyu Lin

Gait-X: Exploring X modality for Generalized Gait Recognition

Zengbin Wang, Saihui Hou, Junjie Li, Xu Liu, Chunshui Cao

Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation

Kaining Ying, Henghui Ding, Guangquan Jie, Yu-Gang Jiang

Prompt Guidance and Human Proximal Perception for HOT Prediction with Regional Joint Loss

Yuxiao Wang, Yu Lei, Zhenao Wei, Weiying Xue, Xinyu Jiang

UDC-VIT: A Real-World Video Dataset for Under-Display Cameras

Kyusu Ahn, Jisoo Kim, Sangik Lee, HyunGyu Lee, Byeonghyun Ko

Quadratic Gaussian Splatting: High Quality Surface Reconstruction with Second-order Geometric Primitives

Ziyu Zhang, Binbin Huang, Hanqing Jiang, Liyang Zhou, Xiaojun Xiang

VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers

Yating Wang, Haoyi Zhu, Mingyu Liu, Jiange Yang, Hao-Shu Fang

Boosting Multi-View Indoor 3D Object Detection via Adaptive 3D Volume Construction

Runmin Zhang, Zhu Yu, Si-Yuan Cao, Lingyu Zhu, Guangyi Zhang

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling

Qirui Wu, Denys Iliash, Daniel Ritchie, Manolis Savva, Angel X. Chang

Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-ray Classification

Mingyang Liu, Xinyang Chen, Yang Shu, Xiucheng Li, Weili Guan

S4M: Boosting Semi-Supervised Instance Segmentation with SAM

Heeji Yoon, Heeseong Shin, Eunbeen Hong, Hyunwook Choi, Hansang Cho

Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer

Yuan-Fu Yang, Hsiu-Hui Hsiao

Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering

Shanlin Sun, Yifan Wang, Hanwen Zhang, Yifeng Xiong, Qin Ren

From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning

Pengkun Jiao, Bin Zhu, Jingjing Chen, Chong-Wah Ngo, Yu-Gang Jiang

TPG-INR: Target Prior-Guided Implicit 3D CT Reconstruction for Enhanced Sparse-view Imaging

Qinglei Cao, Ziyao Tang, Xiaoqin Tang

LightsOut: Diffusion-based Outpainting for Enhanced Lens Flare Removal

Shr-Ruei Tsai, Wei-Cheng Chang, Jie-Ying Lee, Chih-Hai Su, Yu-Lun Liu

FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration

Hao Li, Xiang Chen, Jiangxin Dong, Jinhui Tang, Jinshan Pan

UAVScenes: A Multi-Modal Dataset for UAVs

Sijie Wang, Siqi Li, Yawei Zhang, Shangshu Yu, Shenghai Yuan

Stable Score Distillation

Haiming Zhu, Yangyang Xu, Chenshu Xu, Tingrui Shen, Wenxi Liu

Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation

Congyi Fan, Jian Guan, Xuanjia Zhao, Dongli Xu, Youtian Lin

DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness

Ruining Li, Chuanxia Zheng, Christian Rupprecht, Andrea Vedaldi

Bias-Resilient Weakly Supervised Semantic Segmentation Using Normalizing Flows

Xianglin Qiu, Xiaoyang Wang, Zhen Zhang, Jimin Xiao

SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models

Sudong Wang, Yunjian Zhang, Yao Zhu, Enci Liu, Jianing Li

MagShield: Towards Better Robustness in Sparse Inertial Motion Capture Under Magnetic Disturbances

Yunzhe Shao, Xinyu Yi, Lu Yin, Shihui Guo, Junhai Yong

BATCLIP: Bimodal Online Test-Time Adaptation for CLIP

Sarthak Maharana, Baoming Zhang, Leonid Karlinsky, Rogerio Feris, Yunhui Guo

DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic

Munish Monga, Vishal Chudasama, Pankaj Wasnik, Biplab Banerjee

SA-LUT: Spatial Adaptive 4D Look-Up Table for Photorealistic Style Transfer

Zerui Gong, Zhonghua Wu, Qingyi Tao, Qinyue Li, Chen Change Loy